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In recent decades, we have witnessed significant progresses in the convergence and complexity theory of the first-order optimization methods, with gradient global Lipschitz continuity (GGLC
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Position Description Nanyang Technological University College of Science School of Physical & Mathematical Sciences Assoc Prof / Full Professor in Optimization, Control, and Scientific Computing
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• B.S. or M.S degree in a relevant area, e.g., Chemical Engineering, Control Engineering, Computer Science, Chemistry, etc. • Experienced in machine learning, optimization and programming
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advantage. Those without relevant work experience but who have the technical skills are welcome to apply. Proficiency in Python or similar programming languages and SQL. Experience with optimization tools
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learning, large-scale model optimization, and generalization. To explore scalable optimization methods for large-scale, distributed, and multi-node collaborative training. To conduct theoretical analysis
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is supported by NParks and aims to evaluate cooling effects of urban greenery and develop a modelling platform to assess and optimize the cooling benefits of various types and configurations of urban
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research on shipping and port operational optimization, maritime decarbonization, data analytics, and the development and application of novel methodologies (including LLM-based prediction and optimization
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for data processing and distributed workloads. Optimize PostgreSQL performance, backups, and reliability. Improve monitoring, logging, deployment, and production reliability. Contribute to backend services
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characterization of tissue simulants and non-Newtonian materials, including support for 3D printing and additive manufacturing processes. Develop and optimize experimental setups, testing protocols and data
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Research Associate to support research activities in additive manufacturing, computational design, biomaterials, and biomedical engineering. The role will focus on the design, fabrication, optimization, and